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What are the five characteristics of big data?
5 V's
Velocity
Variety
Value
Volume
Veracity
Velocity
The speed at which data is generated
Value
The usefulness of data
most important
Volume
The quantity and scale of data generated every second
Veracity
The accuracy and truthfulness of data
What are the four categories within data analytics?
Descriptive analytics
Diagnostic analytics
Predictive analytics
Prescriptive analytics
Descriptive analytics - what question
What has happened?
Diagnostic analytics - what question
Why did it happen?
Predictive analytics - what question
What is likely to happen?
Prescriptive analytics - what question
How should we act?
What is a relational database?
A database that organizes structured data in interrelated tables connected by similarities between tables
What are the characteristics of a relational database?
includes tables that have records, column, field names, and fields
What are the four types of JOIN operations?
Inner Join
Left Outer Join
Right Outer Join
Full Outer Join
Inner Join retrieves
a record only if its join column value is present in both tables (matched)
Left Outer Join retrieves
records with a join column value present only in the first table of the JOIN (unmatched A) and the results of the inner join (matched A and B)
Right Outer Join retrieves
records with a join column value present only in the second table of the JOIN (unmatched B) and the results of the inner join (match A and B)
Full Outer Join retrieves
all records present in both tables of the JOIN (both matched and unmatched A and B)
What is documentation?
A formal record that describes a system or process
What are some of the purposes of documentation?
complying with laws and regulations
troubleshooting and maintenance
consistency across employees' work and how employees are trained
capturing usable information for process improvement
documenting and evaluating internal control activities
What are the four levels of documentation?
1. Systems documentation
2. Program documentation
3. Operator documentation
4. User documentation
What is Systems documentation?
Overview of the computer system with details of system design and architecture
What is Program documentation?
Detailed description of the system's programming logic and source code
What is Operator documentation?
Information necessary for the technical operator to execute and support the system
What is User documentation?
Instructions for system users on how to interact with the system
What are the five high-level business activities in inventory purchasing?
Inventory control
Purchasing - vendor selection and management
Purchasing - placing orders
Receiving
Account Payable
What is inventory control?
Determine the inventory to order
What is Purchasing - vendor selection and management?
Request availability and prices
What is Purchasing - placing orders
Order the inventory
What is Receiving?
Receive the inventory
What is Account Payable
Pay for the inventory received
Variety
The diversity of data created or collected